{"id":"W3108985627","doi":"10.1016/j.lcsi.2020.100477","title":"Grounding and knowledge elaboration across cultural and geographical contexts: An exploratory case study","year":2020,"lang":"en","type":"article","venue":"Learning Culture and Social Interaction","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Fonds de Recherche du Québec-Société et Culture; Agence Nationale de la Recherche","keywords":"Elaboration; Context (archaeology); Meaning (existential); Object (grammar); Epistemology; Sociology; Psychology; Linguistics; Geography; Humanities","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009691661,0.0005272067,0.0005771316,0.00197819,0.007261699,0.005764473,0.002754152,0.003218766,0.003203048],"category_scores_gemma":[0.02912547,0.000518886,0.0006103907,0.00226001,0.006786624,0.005551768,0.008880588,0.002595804,0.0004500772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002427474,"about_ca_system_score_gemma":0.004684225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006434647,"about_ca_topic_score_gemma":0.008573354,"domain_scores_codex":[0.9914984,0.005371931,0.0004094455,0.0007439078,0.001168635,0.0008076694],"domain_scores_gemma":[0.960435,0.03108157,0.001971154,0.003955987,0.001468703,0.001087666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000137965,0.0007785082,0.01586538,0.000163089,0.00001979677,0.005350147,0.9120848,0.0006964928,0.002945787,0.006099827,0.0003184132,0.05553979],"study_design_scores_gemma":[0.00005292899,0.0005134784,0.01335841,0.0003363173,0.00006851983,0.00212879,0.9504142,0.003757307,0.00540762,0.008780636,0.0151273,0.00005451542],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9841366,0.00008252022,0.006841843,0.000483937,0.00001007626,0.0001754993,0.00002673735,0.00003229502,0.008210457],"genre_scores_gemma":[0.9923499,0.00006070701,0.00563573,0.00003182848,0.000004520482,0.00006602283,0.00003411931,0.00001863877,0.001798512],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009691661,"threshold_uncertainty_score":0.05125499,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09522048270586322,"score_gpt":0.3762984556480927,"score_spread":0.2810779729422295,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}